簡(jiǎn) 歷:
長(zhǎng)期從事計(jì)算機(jī)視覺(jué),視頻圖像分析與處理方向的研究工作,目前的研究興趣為計(jì)算機(jī)視覺(jué)在智能農(nóng)業(yè)領(lǐng)域的應(yīng)用。作為負(fù)責(zé)人承擔(dān)了國(guó)家重點(diǎn)研發(fā)計(jì)劃課題,國(guó)家自然科學(xué)基金面上項(xiàng)目等多個(gè)國(guó)家項(xiàng)目。在IEEE T-MM,IEEE T-CSVT,IJCAI等國(guó)內(nèi)外學(xué)術(shù)期刊和會(huì)議上發(fā)表論文70余篇,擁有授權(quán)發(fā)明專(zhuān)利10余項(xiàng),長(zhǎng)期擔(dān)任IEEE T-CSVT, IEEE T-MM等國(guó)際期刊審稿人,IJCAI/AAAI等頂級(jí)國(guó)際會(huì)議PC Member。獲得2011年多媒體旗艦會(huì)議ICME最佳論文候選,2018年中國(guó)多媒體大會(huì)最佳論文獎(jiǎng)與杰出展示獎(jiǎng)。2014年獲北京市科學(xué)技術(shù)一等獎(jiǎng)。?
工作經(jīng)歷:?
2021年12月 — 今:中國(guó)科學(xué)院計(jì)算技術(shù)研究所,博士生導(dǎo)師?
2011年9月 — 今:中國(guó)科學(xué)院計(jì)算技術(shù)研究所,副研究員/碩士生導(dǎo)師?
2008年7月 — 2011年9月:中國(guó)科學(xué)院計(jì)算技術(shù)研究所,助理研究員?
學(xué)習(xí)經(jīng)歷:
2002年9月 — 2008年7月:中國(guó)科學(xué)院計(jì)算技術(shù)研究所,計(jì)算機(jī)應(yīng)用,博士?
1998年9月 — 2002年7月:清華大學(xué),計(jì)算機(jī)科學(xué)與技術(shù),本科?
主要論著:
學(xué)術(shù)文章:
[1] Feng Dai; Bin Chen; Hang Xu; Yike Ma; Xiaodong Li; Bailan Feng; Peng Yuan; Chenggang Yan; Qiang Zhao*; Unbiased IoU for Spherical Image Object Detection, 36th AAAI Conference on Artificial Intelligence (AAAI 2022), Vancouver, BC, Canada. (CCF A類(lèi)會(huì)議)
[2] Qiang Zhao; Yike Ma*; Chen Zhu; Chunfeng Yao; Bailan Feng; Feng Dai; Image Stitching via Deep Homography Estimation, Neurocomputing, 2021, 450, 219-229.(IF=4.685,CCF C類(lèi)期刊,中科院2區(qū),WOS1區(qū))
[3] Feng Dai; Hao Liu; Yike Ma; Xi Zhang; Qiang Zhao?; Dense Scale Network for Crowd Counting, ACM International Conference on Multimedia Retrieval (ICMR 2021), Taibei, Taiwan. (CCF B類(lèi)會(huì)議)
[4] Hao Liu; Qiang Zhao; Yike Ma; Feng Dai*; Bipartite Matching for Crowd Counting with Point Supervision, The 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montreal, Canada. (CCF A類(lèi)會(huì)議)
[5] Feng Dai; Youqiang Zhang; Yike Ma; Hongliang Li; Qiang Zhao*; Dilated Convolutional Neural Networks for Panoramic Image Saliency Prediction, The 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain. (CCF B類(lèi)會(huì)議)
[6] Qiang Zhao; Feng Dai; Jing Lv; Yike Ma; Yongdong Zhang; Panoramic Light Field From Hand-Held Video and Its Sampling for Real-Time Rendering, IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(4), 1011-1021. (IF=5.719,CCF B類(lèi)期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[7] Feng Dai, Chen Zhu, Yike Ma, Juan Cao, Qiang Zhao*, Yongdong Zhang “Freely Explore the Scene with 360 Field of View”, The 26th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2019. (CCF A類(lèi)會(huì)議)
[8] Xuehui Wang, Feng Dai*, Yike Ma, Junbo Guo, Qiang Zhao, Yongdong Zhang, ” Near-Infrared Image Guided Neural Networks For Color Image Denoising”, International Conference on Acoustics, Speech, and Signal Processing(ICASSP 2019), UK, Brighton.? (CCF B類(lèi)會(huì)議)
[9] Guoqing Jin, Shiwei Shen, Dongming Zhang*, Feng Dai, Yongdong Zhang,”APE-GAN: Adversarial Perturbation Elimination With Gan”, International Conference on Acoustics, Speech, and Signal Processing(ICASSP 2019), UK, Brighton. (CCF B類(lèi)會(huì)議)
[10] Qiang Zhao, Zhu Chen, Feng Dai*, Yike Ma, Guoqing Jin, and Yongdong Zhang, “Distortion-aware CNNs for Spherical Images”, International Joint Conference on Artificial Intelligence, IJCAI 2018, Stockholm, Sweden. (CCF A類(lèi)會(huì)議)
[11] Jing Lyu, Feng Dai*, Qiang Zhao, Hongliang Li, Yike Ma and Yongdong Zhang, “Panoramic Light Field Video Acquisition” IEEE International Conference on Multimedia and Expo (ICME) 2018, San Diego, USA.(CCF B類(lèi)會(huì)議)
[12] Rihui Wu; Adrian Jarabo; Jinli Suo; Feng Dai; Yongdong Zhang; Qionghai Dai and Diego Gutierrez “Adaptive Polarization-Difference Transient Imaging for Depth Estimation in Scattering Media”? Optics Letters,43(6), pp. 1299-1302, 2018. (中科院2區(qū),WOS1區(qū))
[13] Qiang Zhao, Feng Dai, Yike Ma, Liang Wan, Jiawan Zhang, and Yongdong Zhang “Spherical Superpixel Segmentation”, IEEE Transactions on Multimedia 2018,20(6), pp1406-1417,2018. (IF=6.513,CCF B類(lèi)期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[14] Rihui Wu, Jinli Suo, Feng Dai, Yongdong Zhang, and Qionghai Dai, "Scattering robust 3D reconstruction via polarized transient imaging," Optics Letters, 2016, 41(17), 3948-3951. (光學(xué)頂級(jí)期刊,中科院2區(qū))
[15] Chenggang Yan, Yongdong Zhang, Jizheng Xu, Feng Dai, Jun Zhang, Qionghai Dai, Feng Wu, "Efficient Parallel Framework for HEVC Motion Estimation on Many-Core Processors," Circuits and Systems for Video Technology, IEEE Transactions on , vol.24, no.12, pp.2077-2089, 2014. (CCF B類(lèi)期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[16] Lingling Tong, Feng Dai*, Dongming Zhang and Yongdong Zhang,” Encoder combined video moving object detection”, Neurocomputing, 139 (2014): 150-162. (Neurocomputing)
[17] Chenggang Yan, Yongdong Zhang, Feng Dai and Liang Li, “Highly Parallel Framework for HEVC Motion Estimation on Many-core Platform”, Data Compression Conference (DCC),2013. (CCF B類(lèi)會(huì)議)
[18] Chenggang Yan, Yongdong Zhang, Feng Dai and Liang Li, “Efficient Parallel Framework for HEVC Deblocking Filter on Many-core Platform”, Data Compression Conference (DCC),2013. (CCF B類(lèi)會(huì)議)
[19] Yongdong Zhang, Chenggang Yan, Feng Dai, Yike Ma, “Efficient Parallel Framework for H.264/AVC Deblocking Filter on Many-core Platform”,IEEE Transactions on Multimedia, VOL. 14, NO. 3, pp 510-524, June 2012. (CCF B類(lèi)期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[20] Chenggang Yan, Feng Dai, Yongdong Zhang, Yike Ma, Licheng Chen, LingjunFan, Yasong Zheng: “Parallel Deblocking Filter For H.264/AVC Implemented On Tile64 Platform”,International Conference on Multimedia and Expo(ICME),2011. (CCF B類(lèi)會(huì)議, 最佳論文候選)
[21] Like Yu, Feng Dai, Yongdong Zhang and Shouxun Lin, “Efficient Video Coding Optimization using a Novel Perceptual Distortion Model”, Data Compression Conference (DCC),2011. (CCF B類(lèi)會(huì)議)
[22] Lingling Tong, Feng Dai, Yongdong Zhang and Jintao Li, “Visual Security Evaluation for Video Encryption,” ACM International Conference on Multimedia (ACM MM), 2010. (CCF A類(lèi)會(huì)議)
[23] Feng Dai, Yanfei Shen, Yongdong Zhang, Shouxun Lin, “The Most Efficient Tile Size In Tile-Based Cylinder Panoramic Video Coding And Its Selection Under Restriction Of Bandwidth”, 2007 IEEE International Conference on Multimedia & Expo(ICME’07) ) (CCF B類(lèi)會(huì)議)
[24] Zhang Yong-dong, Dai Feng, Lin Shou-xun. “Fast 4×4 Intra-prediction Mode Selection for H.264”, 2004 IEEE Int. Conf. Multimedia &Expo (ICME2004), TaiWan, China, July 2004.(CCF B類(lèi)會(huì)議)
專(zhuān)利:?
[1]?一種恢復(fù)深度信息的圖像處理的方法(授權(quán)號(hào):201510490628.9)?
[2]?一種基于觀測(cè)矩陣的壓縮感知成像及圖像重建方法(授權(quán)號(hào):201510551103.1)?
[3]?一種基于動(dòng)態(tài)光散射技術(shù)的懸浮顆粒粒徑測(cè)量裝置及方法(授權(quán)號(hào): 201510483564.X)?
[4]?一種光場(chǎng)圖像前后景自動(dòng)分割方法(申請(qǐng)?zhí)?span lang="EN-US">:201510670734.5)?
[5]?面向排序測(cè)度特征的圖像匹配方法及系統(tǒng)(授權(quán)號(hào):201410646014.0)?
[6]?基于排序測(cè)度特征的圖像檢索方法及系統(tǒng) (授權(quán)號(hào):201410645743.4)?
[7]?一種視頻編解碼中去塊濾波方法 (授權(quán)號(hào):201110007133.8)?
[8]?支持音視頻解碼自適應(yīng)的系統(tǒng)及其方法(授權(quán)號(hào):200910084861.1)?
[9]?保證特定區(qū)域顯示質(zhì)量的視頻編碼的方法和裝置(授權(quán)號(hào):200910083722.7)?
[10] 隱私區(qū)域置亂的視頻中誤差漂移的抑制方法與系統(tǒng)(授權(quán)號(hào):200910093974.8)?
[11] 一種柱面全景視頻編碼的塊尺寸計(jì)算方法和傳輸方法(授權(quán)號(hào):200710175443.4)?
科研項(xiàng)目:
獲獎(jiǎng)及榮譽(yù):
2018年中國(guó)多媒體大會(huì)最佳論文獎(jiǎng)
2018年中國(guó)多媒體大會(huì)杰出展示獎(jiǎng)
2014年北京市科學(xué)技術(shù)獎(jiǎng)一等獎(jiǎng) (排名第8)
2011年ICME最佳論文候選
代鋒 副研究員
研究方向:
所屬部門(mén):前瞻研究實(shí)驗(yàn)室
導(dǎo)師類(lèi)別:博導(dǎo)計(jì)算機(jī)應(yīng)用技術(shù)
聯(lián)系方式:fdai@ict.ac.cn
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